Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 9841 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 2 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 1.1 MiB |
| Average record size in memory | 112.0 B |
Variable types
| Text | 2 |
|---|---|
| Numeric | 11 |
| Dataset has 2 (< 0.1%) duplicate rows | Duplicates |
Murder is highly overall correlated with Rape | High correlation |
Rape is highly overall correlated with Murder and 2 other fields | High correlation |
Hurt is highly overall correlated with Rape and 1 other fields | High correlation |
Other Crimes Against STs is highly overall correlated with Rape and 1 other fields | High correlation |
Rape is highly skewed (γ1 = 20.05760033) | Skewed |
Dacoity is highly skewed (γ1 = 27.8530928) | Skewed |
Robbery is highly skewed (γ1 = 22.7508024) | Skewed |
Arson is highly skewed (γ1 = 32.6223407) | Skewed |
Protection of Civil Rights (PCR) Act is highly skewed (γ1 = 65.79569543) | Skewed |
Murder has 8564 (87.0%) zeros | Zeros |
Rape has 7308 (74.3%) zeros | Zeros |
Kidnapping Abduction has 8966 (91.1%) zeros | Zeros |
Dacoity has 9707 (98.6%) zeros | Zeros |
Robbery has 9587 (97.4%) zeros | Zeros |
Arson has 9353 (95.0%) zeros | Zeros |
Hurt has 7542 (76.6%) zeros | Zeros |
Protection of Civil Rights (PCR) Act has 9707 (98.6%) zeros | Zeros |
Prevention of atrocities (POA) Act has 7602 (77.2%) zeros | Zeros |
Other Crimes Against STs has 6477 (65.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-12 19:13:18.739967 |
|---|---|
| Analysis finished | 2023-09-12 19:14:50.953838 |
| Duration | 1 minute and 32.21 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
STATE/UT
Text
| Distinct | 70 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 153.8 KiB |
Length
| Max length | 17 |
|---|---|
| Median length | 13 |
| Mean length | 9.8073367 |
| Min length | 3 |
Characters and Unicode
| Total characters | 96514 |
|---|---|
| Distinct characters | 48 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ANDHRA PRADESH |
|---|---|
| 2nd row | ANDHRA PRADESH |
| 3rd row | ANDHRA PRADESH |
| 4th row | ANDHRA PRADESH |
| 5th row | ANDHRA PRADESH |
| Value | Count | Frequency (%) |
| pradesh | 2448 | 17.3% |
| uttar | 955 | 6.8% |
| madhya | 683 | 4.8% |
| maharashtra | 598 | 4.2% |
| bihar | 585 | 4.1% |
| tamil | 509 | 3.6% |
| nadu | 509 | 3.6% |
| rajasthan | 498 | 3.5% |
| odisha | 467 | 3.3% |
| 453 | 3.2% | |
| Other values (37) | 6423 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 20217 | |
| H | 8947 | 9.3% |
| R | 8637 | 8.9% |
| S | 5465 | 5.7% |
| T | 5325 | 5.5% |
| D | 5184 | 5.4% |
| 4287 | 4.4% | |
| N | 3875 | 4.0% |
| M | 3824 | 4.0% |
| E | 3480 | 3.6% |
| Other values (38) | 27273 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 85233 | |
| Lowercase Letter | 6535 | 6.8% |
| Space Separator | 4287 | 4.4% |
| Other Punctuation | 459 | 0.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 20217 | |
| H | 8947 | |
| R | 8637 | |
| S | 5465 | 6.4% |
| T | 5325 | 6.2% |
| D | 5184 | 6.1% |
| N | 3875 | 4.5% |
| M | 3824 | 4.5% |
| E | 3480 | 4.1% |
| U | 3131 | 3.7% |
| Other values (13) | 17148 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1737 | |
| h | 769 | |
| r | 736 | |
| s | 496 | 7.6% |
| d | 431 | 6.6% |
| t | 431 | 6.6% |
| e | 322 | 4.9% |
| n | 290 | 4.4% |
| i | 266 | 4.1% |
| m | 202 | 3.1% |
| Other values (13) | 855 |
Space Separator
| Value | Count | Frequency (%) |
| 4287 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 459 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 91768 | |
| Common | 4746 | 4.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 20217 | |
| H | 8947 | 9.7% |
| R | 8637 | 9.4% |
| S | 5465 | 6.0% |
| T | 5325 | 5.8% |
| D | 5184 | 5.6% |
| N | 3875 | 4.2% |
| M | 3824 | 4.2% |
| E | 3480 | 3.8% |
| U | 3131 | 3.4% |
| Other values (36) | 23683 |
Common
| Value | Count | Frequency (%) |
| 4287 | ||
| & | 459 | 9.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 96514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 20217 | |
| H | 8947 | 9.3% |
| R | 8637 | 8.9% |
| S | 5465 | 5.7% |
| T | 5325 | 5.5% |
| D | 5184 | 5.4% |
| 4287 | 4.4% | |
| N | 3875 | 4.0% |
| M | 3824 | 4.0% |
| E | 3480 | 3.6% |
| Other values (38) | 27273 |
DISTRICT
Text
| Distinct | 833 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 153.8 KiB |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 8.3826847 |
| Min length | 3 |
Characters and Unicode
| Total characters | 82494 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 37 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | ADILABAD |
|---|---|
| 2nd row | ANANTAPUR |
| 3rd row | CHITTOOR |
| 4th row | CUDDAPAH |
| 5th row | EAST GODAVARI |
| Value | Count | Frequency (%) |
| total | 456 | 3.9% |
| rural | 343 | 2.9% |
| commr | 229 | 1.9% |
| rly | 221 | 1.9% |
| west | 120 | 1.0% |
| g.r.p | 115 | 1.0% |
| east | 111 | 0.9% |
| nagar | 99 | 0.8% |
| south | 91 | 0.8% |
| north | 91 | 0.8% |
| Other values (760) | 9956 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 15586 | |
| R | 8434 | 10.2% |
| I | 4672 | 5.7% |
| N | 4647 | 5.6% |
| H | 4593 | 5.6% |
| U | 4478 | 5.4% |
| L | 3868 | 4.7% |
| T | 3679 | 4.5% |
| O | 3228 | 3.9% |
| D | 3087 | 3.7% |
| Other values (28) | 26222 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 79192 | |
| Space Separator | 1991 | 2.4% |
| Other Punctuation | 1022 | 1.2% |
| Dash Punctuation | 84 | 0.1% |
| Close Punctuation | 56 | 0.1% |
| Open Punctuation | 56 | 0.1% |
| Decimal Number | 52 | 0.1% |
| Lowercase Letter | 39 | < 0.1% |
| Connector Punctuation | 2 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 15586 | |
| R | 8434 | 10.7% |
| I | 4672 | 5.9% |
| N | 4647 | 5.9% |
| H | 4593 | 5.8% |
| U | 4478 | 5.7% |
| L | 3868 | 4.9% |
| T | 3679 | 4.6% |
| O | 3228 | 4.1% |
| D | 3087 | 3.9% |
| Other values (15) | 22920 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1009 | |
| / | 11 | 1.1% |
| & | 2 | 0.2% |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 13 | |
| n | 13 | |
| d | 13 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 26 | |
| 4 | 26 |
Space Separator
| Value | Count | Frequency (%) |
| 1991 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 84 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 56 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 56 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 79231 | |
| Common | 3263 | 4.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 15586 | |
| R | 8434 | 10.6% |
| I | 4672 | 5.9% |
| N | 4647 | 5.9% |
| H | 4593 | 5.8% |
| U | 4478 | 5.7% |
| L | 3868 | 4.9% |
| T | 3679 | 4.6% |
| O | 3228 | 4.1% |
| D | 3087 | 3.9% |
| Other values (18) | 22959 |
Common
| Value | Count | Frequency (%) |
| 1991 | ||
| . | 1009 | |
| - | 84 | 2.6% |
| ) | 56 | 1.7% |
| ( | 56 | 1.7% |
| 2 | 26 | 0.8% |
| 4 | 26 | 0.8% |
| / | 11 | 0.3% |
| _ | 2 | 0.1% |
| & | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 82494 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 15586 | |
| R | 8434 | 10.2% |
| I | 4672 | 5.7% |
| N | 4647 | 5.6% |
| H | 4593 | 5.6% |
| U | 4478 | 5.4% |
| L | 3868 | 4.7% |
| T | 3679 | 4.5% |
| O | 3228 | 3.9% |
| D | 3087 | 3.7% |
| Other values (28) | 26222 |
Year
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2007.1617 |
| Minimum | 2001 |
|---|---|
| Maximum | 2013 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 153.8 KiB |
Quantile statistics
| Minimum | 2001 |
|---|---|
| 5-th percentile | 2001 |
| Q1 | 2004 |
| median | 2007 |
| Q3 | 2010 |
| 95-th percentile | 2013 |
| Maximum | 2013 |
| Range | 12 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.7554538 |
|---|---|
| Coefficient of variation (CV) | 0.0018710271 |
| Kurtosis | -1.2202554 |
| Mean | 2007.1617 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.051953776 |
| Sum | 19752478 |
| Variance | 14.103433 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 2013 | 823 | 8.4% |
| 2012 | 811 | 8.2% |
| 2011 | 791 | 8.0% |
| 2010 | 779 | 7.9% |
| 2009 | 767 | 7.8% |
| 2008 | 761 | 7.7% |
| 2007 | 743 | 7.6% |
| 2006 | 740 | 7.5% |
| 2005 | 734 | 7.5% |
| 2004 | 729 | 7.4% |
| Other values (3) | 2163 |
| Value | Count | Frequency (%) |
| 2001 | 716 | |
| 2002 | 719 | |
| 2003 | 728 | |
| 2004 | 729 | |
| 2005 | 734 | |
| 2006 | 740 | |
| 2007 | 743 | |
| 2008 | 761 | |
| 2009 | 767 | |
| 2010 | 779 |
| Value | Count | Frequency (%) |
| 2013 | 823 | |
| 2012 | 811 | |
| 2011 | 791 | |
| 2010 | 779 | |
| 2009 | 767 | |
| 2008 | 761 | |
| 2007 | 743 | |
| 2006 | 740 | |
| 2005 | 734 | |
| 2004 | 729 |
Murder
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.40382075 |
| Minimum | 0 |
|---|---|
| Maximum | 62 |
| Zeros | 8564 |
| Zeros (%) | 87.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 153.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 62 |
| Range | 62 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.4110437 |
|---|---|
| Coefficient of variation (CV) | 5.970579 |
| Kurtosis | 232.45067 |
| Mean | 0.40382075 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.613787 |
| Sum | 3974 |
| Variance | 5.8131317 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8564 | |
| 1 | 738 | 7.5% |
| 2 | 232 | 2.4% |
| 3 | 102 | 1.0% |
| 4 | 44 | 0.4% |
| 5 | 30 | 0.3% |
| 6 | 22 | 0.2% |
| 8 | 12 | 0.1% |
| 10 | 11 | 0.1% |
| 11 | 9 | 0.1% |
| Other values (30) | 77 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 8564 | |
| 1 | 738 | 7.5% |
| 2 | 232 | 2.4% |
| 3 | 102 | 1.0% |
| 4 | 44 | 0.4% |
| 5 | 30 | 0.3% |
| 6 | 22 | 0.2% |
| 7 | 6 | 0.1% |
| 8 | 12 | 0.1% |
| 9 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 62 | 1 | |
| 49 | 2 | |
| 48 | 1 | |
| 47 | 2 | |
| 46 | 2 | |
| 45 | 2 | |
| 43 | 1 | |
| 42 | 1 | |
| 41 | 1 | |
| 38 | 1 |
Rape
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 79 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7101921 |
| Minimum | 0 |
|---|---|
| Maximum | 329 |
| Zeros | 7308 |
| Zeros (%) | 74.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 153.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 7 |
| Maximum | 329 |
| Range | 329 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 11.695473 |
|---|---|
| Coefficient of variation (CV) | 6.8386899 |
| Kurtosis | 471.58098 |
| Mean | 1.7101921 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.0576 |
| Sum | 16830 |
| Variance | 136.78409 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7308 | |
| 1 | 879 | 8.9% |
| 2 | 438 | 4.5% |
| 3 | 278 | 2.8% |
| 4 | 199 | 2.0% |
| 5 | 140 | 1.4% |
| 6 | 98 | 1.0% |
| 7 | 95 | 1.0% |
| 8 | 64 | 0.7% |
| 9 | 54 | 0.5% |
| Other values (69) | 288 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 7308 | |
| 1 | 879 | 8.9% |
| 2 | 438 | 4.5% |
| 3 | 278 | 2.8% |
| 4 | 199 | 2.0% |
| 5 | 140 | 1.4% |
| 6 | 98 | 1.0% |
| 7 | 95 | 1.0% |
| 8 | 64 | 0.7% |
| 9 | 54 | 0.5% |
| Value | Count | Frequency (%) |
| 329 | 1 | |
| 312 | 1 | |
| 308 | 1 | |
| 306 | 1 | |
| 294 | 1 | |
| 288 | 2 | |
| 284 | 1 | |
| 270 | 1 | |
| 263 | 2 | |
| 238 | 1 |
Kidnapping Abduction
Real number (ℝ)
ZEROS 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2286353 |
| Minimum | 0 |
|---|---|
| Maximum | 46 |
| Zeros | 8966 |
| Zeros (%) | 91.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 153.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 46 |
| Range | 46 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.4360901 |
|---|---|
| Coefficient of variation (CV) | 6.2811389 |
| Kurtosis | 357.51613 |
| Mean | 0.2286353 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.823641 |
| Sum | 2250 |
| Variance | 2.0623547 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8966 | |
| 1 | 534 | 5.4% |
| 2 | 155 | 1.6% |
| 3 | 49 | 0.5% |
| 4 | 32 | 0.3% |
| 6 | 18 | 0.2% |
| 5 | 17 | 0.2% |
| 7 | 15 | 0.2% |
| 8 | 9 | 0.1% |
| 9 | 9 | 0.1% |
| Other values (17) | 37 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 8966 | |
| 1 | 534 | 5.4% |
| 2 | 155 | 1.6% |
| 3 | 49 | 0.5% |
| 4 | 32 | 0.3% |
| 5 | 17 | 0.2% |
| 6 | 18 | 0.2% |
| 7 | 15 | 0.2% |
| 8 | 9 | 0.1% |
| 9 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 46 | 1 | |
| 45 | 1 | |
| 39 | 1 | |
| 30 | 2 | |
| 27 | 1 | |
| 24 | 1 | |
| 22 | 2 | |
| 21 | 2 | |
| 20 | 1 | |
| 18 | 1 |
Dacoity
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.043491515 |
| Minimum | 0 |
|---|---|
| Maximum | 29 |
| Zeros | 9707 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 153.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 29 |
| Range | 29 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.66315531 |
|---|---|
| Coefficient of variation (CV) | 15.247924 |
| Kurtosis | 971.09606 |
| Mean | 0.043491515 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 27.853093 |
| Sum | 428 |
| Variance | 0.43977496 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9707 | |
| 1 | 79 | 0.8% |
| 2 | 14 | 0.1% |
| 3 | 10 | 0.1% |
| 4 | 6 | 0.1% |
| 5 | 6 | 0.1% |
| 6 | 5 | 0.1% |
| 12 | 2 | < 0.1% |
| 17 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| Other values (5) | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9707 | |
| 1 | 79 | 0.8% |
| 2 | 14 | 0.1% |
| 3 | 10 | 0.1% |
| 4 | 6 | 0.1% |
| 5 | 6 | 0.1% |
| 6 | 5 | 0.1% |
| 7 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 12 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 29 | 2 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 5 | |
| 5 | 6 |
Robbery
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.082308708 |
| Minimum | 0 |
|---|---|
| Maximum | 34 |
| Zeros | 9587 |
| Zeros (%) | 97.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 153.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.0349252 |
|---|---|
| Coefficient of variation (CV) | 12.573702 |
| Kurtosis | 601.19119 |
| Mean | 0.082308708 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.750802 |
| Sum | 810 |
| Variance | 1.0710701 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9587 | |
| 1 | 153 | 1.6% |
| 2 | 43 | 0.4% |
| 3 | 15 | 0.2% |
| 4 | 10 | 0.1% |
| 5 | 7 | 0.1% |
| 14 | 3 | < 0.1% |
| 10 | 2 | < 0.1% |
| 16 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| Other values (15) | 17 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 9587 | |
| 1 | 153 | 1.6% |
| 2 | 43 | 0.4% |
| 3 | 15 | 0.2% |
| 4 | 10 | 0.1% |
| 5 | 7 | 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 34 | 1 | |
| 33 | 1 | |
| 32 | 1 | |
| 31 | 1 | |
| 28 | 1 | |
| 26 | 1 | |
| 24 | 1 | |
| 23 | 1 | |
| 20 | 1 | |
| 18 | 2 |
Arson
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1146225 |
| Minimum | 0 |
|---|---|
| Maximum | 64 |
| Zeros | 9353 |
| Zeros (%) | 95.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 153.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 64 |
| Range | 64 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.0559888 |
|---|---|
| Coefficient of variation (CV) | 9.2127535 |
| Kurtosis | 1602.7615 |
| Mean | 0.1146225 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 32.622341 |
| Sum | 1128 |
| Variance | 1.1151124 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9353 | |
| 1 | 313 | 3.2% |
| 2 | 87 | 0.9% |
| 3 | 23 | 0.2% |
| 5 | 14 | 0.1% |
| 4 | 13 | 0.1% |
| 7 | 8 | 0.1% |
| 8 | 7 | 0.1% |
| 6 | 6 | 0.1% |
| 11 | 3 | < 0.1% |
| Other values (8) | 14 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9353 | |
| 1 | 313 | 3.2% |
| 2 | 87 | 0.9% |
| 3 | 23 | 0.2% |
| 4 | 13 | 0.1% |
| 5 | 14 | 0.1% |
| 6 | 6 | 0.1% |
| 7 | 8 | 0.1% |
| 8 | 7 | 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 64 | 1 | < 0.1% |
| 32 | 2 | < 0.1% |
| 28 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 11 | 3 | |
| 10 | 3 | |
| 9 | 3 | |
| 8 | 7 |
Hurt
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 99 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1379941 |
| Minimum | 0 |
|---|---|
| Maximum | 329 |
| Zeros | 7542 |
| Zeros (%) | 76.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 153.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8 |
| Maximum | 329 |
| Range | 329 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 12.041622 |
|---|---|
| Coefficient of variation (CV) | 5.6322056 |
| Kurtosis | 245.27078 |
| Mean | 2.1379941 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.835103 |
| Sum | 21040 |
| Variance | 145.00067 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7542 | |
| 1 | 637 | 6.5% |
| 2 | 344 | 3.5% |
| 3 | 237 | 2.4% |
| 4 | 163 | 1.7% |
| 5 | 151 | 1.5% |
| 7 | 109 | 1.1% |
| 6 | 105 | 1.1% |
| 8 | 64 | 0.7% |
| 9 | 54 | 0.5% |
| Other values (89) | 435 | 4.4% |
| Value | Count | Frequency (%) |
| 0 | 7542 | |
| 1 | 637 | 6.5% |
| 2 | 344 | 3.5% |
| 3 | 237 | 2.4% |
| 4 | 163 | 1.7% |
| 5 | 151 | 1.5% |
| 6 | 105 | 1.1% |
| 7 | 109 | 1.1% |
| 8 | 64 | 0.7% |
| 9 | 54 | 0.5% |
| Value | Count | Frequency (%) |
| 329 | 1 | |
| 290 | 1 | |
| 263 | 1 | |
| 247 | 1 | |
| 245 | 1 | |
| 235 | 1 | |
| 216 | 1 | |
| 207 | 1 | |
| 204 | 1 | |
| 199 | 1 |
Protection of Civil Rights (PCR) Act
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.084544254 |
| Minimum | 0 |
|---|---|
| Maximum | 160 |
| Zeros | 9707 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 153.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 160 |
| Range | 160 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.8792745 |
|---|---|
| Coefficient of variation (CV) | 22.228294 |
| Kurtosis | 5375.9994 |
| Mean | 0.084544254 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 65.795695 |
| Sum | 832 |
| Variance | 3.5316727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9707 | |
| 1 | 48 | 0.5% |
| 2 | 16 | 0.2% |
| 4 | 14 | 0.1% |
| 3 | 14 | 0.1% |
| 5 | 10 | 0.1% |
| 10 | 5 | 0.1% |
| 8 | 5 | 0.1% |
| 6 | 4 | < 0.1% |
| 14 | 2 | < 0.1% |
| Other values (15) | 16 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 9707 | |
| 1 | 48 | 0.5% |
| 2 | 16 | 0.2% |
| 3 | 14 | 0.1% |
| 4 | 14 | 0.1% |
| 5 | 10 | 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 5 | 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 160 | 1 | |
| 39 | 1 | |
| 34 | 1 | |
| 26 | 1 | |
| 25 | 1 | |
| 24 | 1 | |
| 21 | 2 | |
| 20 | 1 | |
| 19 | 1 | |
| 17 | 1 |
Prevention of atrocities (POA) Act
Real number (ℝ)
ZEROS 
| Distinct | 131 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2917386 |
| Minimum | 0 |
|---|---|
| Maximum | 667 |
| Zeros | 7602 |
| Zeros (%) | 77.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 153.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 13 |
| Maximum | 667 |
| Range | 667 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 20.569067 |
|---|---|
| Coefficient of variation (CV) | 6.2486939 |
| Kurtosis | 396.89585 |
| Mean | 3.2917386 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.894961 |
| Sum | 32394 |
| Variance | 423.08653 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7602 | |
| 1 | 540 | 5.5% |
| 2 | 334 | 3.4% |
| 3 | 190 | 1.9% |
| 4 | 147 | 1.5% |
| 5 | 95 | 1.0% |
| 6 | 93 | 0.9% |
| 7 | 66 | 0.7% |
| 8 | 64 | 0.7% |
| 9 | 53 | 0.5% |
| Other values (121) | 657 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 7602 | |
| 1 | 540 | 5.5% |
| 2 | 334 | 3.4% |
| 3 | 190 | 1.9% |
| 4 | 147 | 1.5% |
| 5 | 95 | 1.0% |
| 6 | 93 | 0.9% |
| 7 | 66 | 0.7% |
| 8 | 64 | 0.7% |
| 9 | 53 | 0.5% |
| Value | Count | Frequency (%) |
| 667 | 1 | |
| 665 | 1 | |
| 579 | 1 | |
| 513 | 1 | |
| 406 | 1 | |
| 355 | 1 | |
| 326 | 1 | |
| 310 | 1 | |
| 303 | 2 | |
| 298 | 1 |
Other Crimes Against STs
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 173 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4140839 |
| Minimum | 0 |
|---|---|
| Maximum | 1509 |
| Zeros | 6477 |
| Zeros (%) | 65.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 153.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 27 |
| Maximum | 1509 |
| Range | 1509 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 47.325425 |
|---|---|
| Coefficient of variation (CV) | 6.3831791 |
| Kurtosis | 381.22956 |
| Mean | 7.4140839 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.562716 |
| Sum | 72962 |
| Variance | 2239.6959 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6477 | |
| 1 | 536 | 5.4% |
| 2 | 351 | 3.6% |
| 3 | 260 | 2.6% |
| 4 | 188 | 1.9% |
| 5 | 167 | 1.7% |
| 6 | 160 | 1.6% |
| 7 | 146 | 1.5% |
| 8 | 121 | 1.2% |
| 9 | 95 | 1.0% |
| Other values (163) | 1340 | 13.6% |
| Value | Count | Frequency (%) |
| 0 | 6477 | |
| 1 | 536 | 5.4% |
| 2 | 351 | 3.6% |
| 3 | 260 | 2.6% |
| 4 | 188 | 1.9% |
| 5 | 167 | 1.7% |
| 6 | 160 | 1.6% |
| 7 | 146 | 1.5% |
| 8 | 121 | 1.2% |
| 9 | 95 | 1.0% |
| Value | Count | Frequency (%) |
| 1509 | 1 | |
| 1375 | 1 | |
| 1111 | 1 | |
| 1077 | 1 | |
| 1040 | 1 | |
| 980 | 1 | |
| 967 | 1 | |
| 891 | 1 | |
| 867 | 1 | |
| 819 | 1 |
| Year | Murder | Rape | Kidnapping Abduction | Dacoity | Robbery | Arson | Hurt | Protection of Civil Rights (PCR) Act | Prevention of atrocities (POA) Act | Other Crimes Against STs | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Year | 1.000 | -0.021 | 0.017 | 0.013 | -0.026 | -0.047 | -0.043 | 0.005 | -0.057 | 0.002 | 0.011 |
| Murder | -0.021 | 1.000 | 0.526 | 0.390 | 0.212 | 0.279 | 0.307 | 0.463 | 0.107 | 0.269 | 0.496 |
| Rape | 0.017 | 0.526 | 1.000 | 0.428 | 0.163 | 0.230 | 0.314 | 0.584 | 0.109 | 0.347 | 0.665 |
| Kidnapping Abduction | 0.013 | 0.390 | 0.428 | 1.000 | 0.221 | 0.300 | 0.258 | 0.407 | 0.115 | 0.197 | 0.384 |
| Dacoity | -0.026 | 0.212 | 0.163 | 0.221 | 1.000 | 0.379 | 0.183 | 0.187 | 0.039 | 0.098 | 0.153 |
| Robbery | -0.047 | 0.279 | 0.230 | 0.300 | 0.379 | 1.000 | 0.255 | 0.267 | 0.053 | 0.143 | 0.214 |
| Arson | -0.043 | 0.307 | 0.314 | 0.258 | 0.183 | 0.255 | 1.000 | 0.318 | 0.104 | 0.203 | 0.299 |
| Hurt | 0.005 | 0.463 | 0.584 | 0.407 | 0.187 | 0.267 | 0.318 | 1.000 | 0.119 | 0.372 | 0.594 |
| Protection of Civil Rights (PCR) Act | -0.057 | 0.107 | 0.109 | 0.115 | 0.039 | 0.053 | 0.104 | 0.119 | 1.000 | 0.168 | 0.121 |
| Prevention of atrocities (POA) Act | 0.002 | 0.269 | 0.347 | 0.197 | 0.098 | 0.143 | 0.203 | 0.372 | 0.168 | 1.000 | 0.390 |
| Other Crimes Against STs | 0.011 | 0.496 | 0.665 | 0.384 | 0.153 | 0.214 | 0.299 | 0.594 | 0.121 | 0.390 | 1.000 |
| STATE/UT | DISTRICT | Year | Murder | Rape | Kidnapping Abduction | Dacoity | Robbery | Arson | Hurt | Protection of Civil Rights (PCR) Act | Prevention of atrocities (POA) Act | Other Crimes Against STs | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ANDHRA PRADESH | ADILABAD | 2001 | 0 | 1 | 2 | 0 | 0 | 0 | 2 | 0 | 0 | 13 |
| 1 | ANDHRA PRADESH | ANANTAPUR | 2001 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 0 | 1 | 6 |
| 2 | ANDHRA PRADESH | CHITTOOR | 2001 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 |
| 3 | ANDHRA PRADESH | CUDDAPAH | 2001 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 2 | 0 |
| 4 | ANDHRA PRADESH | EAST GODAVARI | 2001 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 14 |
| 5 | ANDHRA PRADESH | GUNTAKAL RLY. | 2001 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | ANDHRA PRADESH | GUNTUR | 2001 | 0 | 2 | 1 | 0 | 0 | 0 | 10 | 0 | 3 | 19 |
| 7 | ANDHRA PRADESH | HYDERABAD CITY | 2001 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 8 | ANDHRA PRADESH | KARIMNAGAR | 2001 | 0 | 0 | 0 | 0 | 0 | 0 | 15 | 0 | 0 | 2 |
| 9 | ANDHRA PRADESH | KHAMMAM | 2001 | 1 | 4 | 0 | 0 | 0 | 0 | 8 | 0 | 9 | 20 |
| STATE/UT | DISTRICT | Year | Murder | Rape | Kidnapping Abduction | Dacoity | Robbery | Arson | Hurt | Protection of Civil Rights (PCR) Act | Prevention of atrocities (POA) Act | Other Crimes Against STs | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 813 | Delhi UT | SOUTH-EAST | 2013 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 814 | Delhi UT | SOUTH-WEST | 2013 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 815 | Delhi UT | STF | 2013 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 816 | Delhi UT | WEST | 2013 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 817 | Delhi UT | ZZ TOTAL | 2013 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 818 | Lakshadweep | LAKSHADWEEP | 2013 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 819 | Lakshadweep | ZZ TOTAL | 2013 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 820 | Puducherry | KARAIKAL | 2013 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 821 | Puducherry | PUDUCHERRY | 2013 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 822 | Puducherry | ZZ TOTAL | 2013 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Most frequently occurring
| STATE/UT | DISTRICT | Year | Murder | Rape | Kidnapping Abduction | Dacoity | Robbery | Arson | Hurt | Protection of Civil Rights (PCR) Act | Prevention of atrocities (POA) Act | Other Crimes Against STs | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | JAMMU & KASHMIR | ANANTNAG | 2001 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
| 1 | NAGALAND | TOTAL | 2005 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |